Cover Image

A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Kaiyu, Cao, Xiangyong, Meng, Deyu
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation
by: Song, Jiayi, et al.
Published: (2025)

Exchange Is All You Need for Remote Sensing Change Detection
by: Dong, Sijun, et al.
Published: (2026)

DescribeEarth: Describe Anything for Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

MV-CC: Mask Enhanced Video Model for Remote Sensing Change Caption
by: Liu, Ruixun, et al.
Published: (2024)

SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2024)

SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

DynamicEarth: How Far are We from Open-Vocabulary Change Detection?
by: Li, Kaiyu, et al.
Published: (2025)

CRS-Diff: Controllable Remote Sensing Image Generation with Diffusion Model
by: Tang, Datao, et al.
Published: (2024)

SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images
by: Xin, Zepeng, et al.
Published: (2025)

SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector
by: Li, Kaiyu, et al.
Published: (2024)

Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
by: Xu, Shuang, et al.
Published: (2024)

AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation
by: Tang, Datao, et al.
Published: (2024)

SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP
by: Pang, Li, et al.
Published: (2025)

Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
by: Cao, Jin, et al.
Published: (2024)

A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning
by: Sun, Dongwei, et al.
Published: (2024)

HAIR: Hypernetworks-based All-in-One Image Restoration
by: Cao, Jin, et al.
Published: (2024)

Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery
by: Shen, Hengtong, et al.
Published: (2026)

Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
by: Yin, Pan, et al.
Published: (2024)

Layout-Guided Controllable Pathology Image Generation with In-Context Diffusion Transformers
by: Shou, Yuntao, et al.
Published: (2026)

HSIGene: A Foundation Model For Hyperspectral Image Generation
by: Pang, Li, et al.
Published: (2024)

Exploring Foundation Models in Remote Sensing Image Change Detection: A Comprehensive Survey
by: Yu, Zihan, et al.
Published: (2024)

Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism
by: Li, Kaiyu, et al.
Published: (2025)

ChangeBridge: Spatiotemporal Image Generation with Multimodal Controls for Remote Sensing
by: Zhao, Zhenghui, et al.
Published: (2025)

PeftCD: Leveraging Vision Foundation Models with Parameter-Efficient Fine-Tuning for Remote Sensing Change Detection
by: Dong, Sijun, et al.
Published: (2025)

HIR-ALIGN: Enhancing Hyperspectral Image Restoration via Diffusion-Based Data Generation
by: Pang, Li, et al.
Published: (2026)

Open-CD: A Comprehensive Toolbox for Change Detection
by: Li, Kaiyu, et al.
Published: (2024)

UniRSCD: A Unified Novel Architectural Paradigm for Remote Sensing Change Detection
by: Qu, Yuan, et al.
Published: (2025)

SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model
by: Li, Kaiyu, et al.
Published: (2025)

Variational Zero-shot Multispectral Pansharpening
by: Rui, Xiangyu, et al.
Published: (2024)

Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
by: Peng, Jiangjun, et al.
Published: (2025)

Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction
by: Shou, Yuntao, et al.
Published: (2024)

Mask Approximation Net: A Novel Diffusion Model Approach for Remote Sensing Change Captioning
by: Sun, Dongwei, et al.
Published: (2024)

ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks
by: Liu, Ruixun, et al.
Published: (2025)

RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model
by: Wang, Mingze, et al.
Published: (2024)

ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding
by: Sun, Dongwei, et al.
Published: (2026)

HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
by: Wang, Qizhou, et al.
Published: (2023)

RemoteVAR: Autoregressive Visual Modeling for Remote Sensing Change Detection
by: Korkmaz, Yilmaz, et al.
Published: (2026)

A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition
by: Shou, Yuntao, et al.
Published: (2023)

Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation
by: Wang, Shihong, et al.
Published: (2024)